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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Behavior measured independently at a checkpoint

Bₜ names the behavior measured from the model saved at checkpoint t. To use it in the proposed study, the task, prompts, outcomes, and evaluation procedure must be fixed. A saved weight matrix by itself does not provide this behavioral observation.

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eq-78cfb040985e7dmathematical expression
Bt=independentlymeasuredlearnedbehavioratcheckpointtB_t = independently measured learned behavior at checkpoint t

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Bₜ names the behavior measured from the model saved at checkpoint t. To use it in the proposed study, the task, prompts, outcomes, and evaluation procedure must be fixed. A saved weight matrix by itself does not provide this behavioral observation.

Terms & definitions

TermMeaning in this source
B_t

Independently measured checkpoint behavior

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Original context

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8. The experiment that now directly tests the proposed equation

The next experiment should use one open model family and save dense checkpoints. At each checkpoint, the experiment should measure learned behavior B_t, a mechanistic internal state Z_t, grounded declaration D_t, and downstream persistence P_t.

B_t = independently measured learned behavior at checkpoint t

Z_t = internal representation / steering-direction coordinate

D_t = grounded declaration score about B_t

Δ_t = distance from the pre-transition reference state
Exact original notation
B_t = independently measured learned behavior at checkpoint t

Sources & provenance

01
Declaration_Channel_Addendum_03.docx
paragraph 62 · Sep 17, 2026
B_t = independently measured learned behavior at checkpoint t
02
Declaration_Channel_Addendum_03.docx
paragraph 62 · Sep 17, 2026
B_t = independently measured learned behavior at checkpoint t

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